EnvCDiff: Joint Refinement of Environmental Information and Channel Fingerprints via Conditional Generative Diffusion Model.
CoRR, May, 2025
Channel Fingerprint Construction for Massive MIMO: A Deep Conditional Generative Approach.
CoRR, May, 2025
Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information.
CoRR, May, 2025
An I2I Inpainting Approach for Efficient Channel Knowledge Map Construction.
IEEE Trans. Wirel. Commun., February, 2025
Robust Precoding for Massive MIMO LEO Satellite Integrated Communication and Localization Systems.
IEEE Commun. Lett., January, 2025
Channel Charting-assisted Non-orthogonal Pilot Allocation for Uplink XL-MIMO Transmission.
CoRR, 2024
CF-CGN: Channel Fingerprints Extrapolation for Multi-band Massive MIMO Transmission based on Cycle-Consistent Generative Networks.
CoRR, 2024
GDM4MMIMO: Generative Diffusion Models for Massive MIMO Communications.
CoRR, 2024
Channel Knowledge Map Construction with Laplacian Pyramid Reconstruction Network.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
A Generative Denoising Approach for Near-Field XL-MIMO Channel Estimation.
Proceedings of the 2024 IEEE Global Communications Conference, 2024
Optimization of the routing of capsule network based on multiscale information and self-attention mechanism.
J. Electronic Imaging, 2022
Capsule Network Based on Self-Attention Mechanism.
Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021
Efficient Capsule Network with Multi-Subspace Learning.
Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021